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Emergence of Leadership in a Group of Autonomous Robots

Pugliese, Francesco ; Acerbi, Alberto ; Miglino, Orazio ; Marocco, Davide

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For modern biology and ethology, the reason for the emergence of leaders-followers patterns in groups of living organisms, is the need of social coordination. In this paper we attempt to examine factors contributing to the emergence of leadership, trying to understand the relation between leader role and behavioral capabilities. In order to achieve this goal, we use a simulation technique where a group of foraging robots has to choose between two identical food zones. Thus, robots must coordinate in some way in order to select the same food zone and collectively gathering food. Behavioral and quantitative analysis indicate that a form of leadership emerges and the emergence of leadership relates with high level of fitness. Moreover, we show that more skilled individuals in a group tend to assume a leadership role, in agreement with literature.

Keywords: Leadership , Evolutionary Robotics , Flocking
Institution: Research Institute for Cognition and Robotics (CoR-Lab)
DDC classification: Data processing, computer science, computer systems

Suggested Citation:
Francesco Pugliese, Alberto Acerbi, Orazio Miglino, Davide Marocco, Emergence of Leadership in a Group of Autonomous Robots. Proceedings of the Post-Graduate Conference on Robotics and Development of Cognition, J. Szufnarowska, Ed., September 2012

URL: http://biecoll.ub.uni-bielefeld.de/volltexte/2012/5240

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